Research Engine · Not a Chatbot
Quoin delivers sourced, cited, primary-document research in 20 minutes. The kind of output you can defend in a partner meeting, a regulatory review, or a board room. Not a summary. Not a chatbot. Research.
What 20 minutes buys you
Quoin handles the searching, verifying, and structuring, fully cited, primary-source-backed, and ready in 20 minutes. What's left for your team is the judgment you actually hired them for.
Portfolio reviews shouldn't take weeks. With Quoin, upload your full list of portfolio companies and get decision-grade research on every single one, simultaneously. Whether you're covering 1 company or 200, Quoin delivers the same depth in the same 20 minutes.
When the research is complete, ask Claude to synthesize everything into a single executive summary. Upload additional context, such as your own notes, prior reports, or internal data, and Quoin folds it all in. Your quarterly review just got a lot shorter.
User story
Portfolio reviews shouldn't take weeks. With Quoin, upload your full list of portfolio companies and get decision-grade research on every single one, simultaneously. Whether you're covering 1 company or 200, Quoin delivers the same depth in the same 20 minutes.
When the research is complete, ask Claude to synthesize everything into a single executive summary. Upload additional context, such as your own notes, prior reports, or internal data, and Quoin folds it all in. Your quarterly review just got a lot shorter.
User story
Every statement in a Quoin report links back to a primary document: filings, press releases, databases, court records.
Quoin doesn't generate plausible-sounding facts. It finds real ones and shows its work.
The output isn't a paragraph. It's a full research document, the kind that used to take a team of analysts days to produce.
Why Quoin
Most tools generate text. Quoin generates evidence. Here's how the approaches compare.
Quoin
Decision-grade intelligence. Every claim atomized, sourced, and mechanism-anchored. Defensible in any room where being wrong has consequences.
Time to complete~20 minutes
Primary sources read1,000s per brief
Hallucination riskNone
What serious analysts have produced for a century: credentialed and sourced, but constrained by human bandwidth.
Time to complete5 to 20 hours
Sources read5 to 20 sources
Output defensibilityVaries by analyst
Consumer-grade grounding. Fast at generating text. Unable to produce output that survives a serious decision.
Time to complete~1 min
Primary sources readNone
Hallucination riskHigh
That's not a research problem. That's a tax on every decision your organization makes.
Whether you're running investment diligence, competitive research, or sales preparation, Quoin returns a defensible, fully cited document in the time it takes to grab lunch. Hours spent hunting for information you're not sure you can trust, stitching together sources you'll have to verify anyway, and producing output that would be twice as good if you just had twice as much time. Quoin exists for anyone whose work demands a defensible answer, whether you're in a partner meeting, a discovery call, a briefing room, or a university library. If you need to know things, and being wrong has consequences, you've been doing this the hard way. You don't have to anymore.
Guardrails
Quoin is built on MARCH - a verification architecture where the agents that generate research and the agents that check it are completely separate systems. They don't share context. They can't influence each other's conclusions. Every claim is found, then independently verified, then traced to a primary source before it appears in your report. That's not a feature. It's the architecture.
1
Structured intake translates your question into a research plan, defining scope, source requirements, and the guardrails each agent will be held to.
2
Domain-specific agents research filings, extract narratives, benchmark peers, and surface anomalies, each optimized for a specific task, none responsible for checking what another produced.
3
Independent verifier agents check every output against primary sources, without access to the generator's reasoning chain. No shared context means no confirmation bias. What gets flagged is what a single model would have missed.
4
Contradictions are resolved before anything reaches you. Outputs are structured as research briefs, credit memos, or analyst reports, with every claim traceable to the source that verified it.
Get started
Join organizations using Quoin to streamline research and make data-driven decisions with confidence.
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